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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Rotation | 3 | 2 | Jun 24, 2026 | |
| Reverse Classification Accuracy Correlation | 3 | 1 | Mar 31, 2026 | |
| Naturalness | 3 | 3 | Jun 11, 2026 | |
| Removal | 3 | 3 | Jun 24, 2026 | |
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 | |
| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Compression Ratio Prediction | 3 | 1 | Feb 21, 2026 | |
| OOD Intent Detection |
| 3 |
| 1 |
| Feb 18, 2026 |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Intent Discovery | 3 | 1 | Feb 18, 2026 |
|---|
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 |
|---|
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 |
|---|
| Parking availability prediction | 3 | 1 | Mar 31, 2026 |
|---|
| Viral family classification | 3 | 1 | Feb 21, 2026 |
|---|
| Agentic Question Answering | 3 | 3 | Jun 23, 2026 |
|---|
| Constrained Online Selection | 3 | 1 | Feb 21, 2026 |
|---|
| Standard OOD Detection | 3 | 1 | Feb 21, 2026 |
|---|
| Open-set Identification | 3 | 2 | Jun 9, 2026 |
|---|
| Explaining event-based TGNNs | 3 | 2 | May 20, 2026 |
|---|
| SQL Semantic Validation | 3 | 1 | Feb 21, 2026 |
|---|
| Spin Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Model Learning from Noisy Data | 3 | 1 | Feb 21, 2026 |
|---|
| Out-of-domain forecasting | 3 | 1 | Feb 21, 2026 |
|---|